Developers Corner

Merlion – Salesforce’s Latest Time Series Library. How To Use It With Python Code

Cloud-based software company, Salesforce released Merlion this month, an open-source Python library for time series intelligence.

Salesforce CodeT5 vs Github Copilot: A Comparative Guide to Auto-code Generators

Automatic code generation can act as an amazing tool with potential use cases for enterprise settings. Capabilities that can evolve within programming languages and IDEs that work at compile time are being discovered.

Addressing The Vanishing Gradient Problem: A Guide For Beginners

when the elements of the gradient become exponentially small so that the update of the parameters with the gradient becomes almost insignificant 

How to Improve Collaborative Filtering with Dimensionality Reduction?

Collaborative filtering is a famous technique used in most recommendation systems. Generally, collaborative filtering is categorized into two senses: the narrow one and the more general one.

A Guide to VARMA with Auto ARIMA in Time Series Modelling

Time series modelling needs a series of steps to be performed such as processing the…

Tensorflow Recommenders

A Complete Guide To Tensorflow Recommenders (with Python code)

TensorFlow Recommenders (TFRS) is an open-source TensorFlow package that simplifies the building, evaluation, and deployment of advanced recommender models.

Exploring Graph Neural Networks

Data Scientists at CRED, Ravi Kumar and Samiran Roy explained the essence of using graph neural networks and how the emerging technology is being utilised by CRED. 

Cold-Start Problem in Recommender Systems and its Mitigation Techniques

The recommender systems face a problem in recommending items to users in case there is very little data available related to the user or item. This is called the cold-start problem.

A Complete Guide to Using WordNET in NLP Applications

it is required to understand the intuition of words in different positions and hold the similarity between the words as well. WordNET is a lexical database of semantic relations between words in more than 200 languages.

How to Visualize and Debug Machine Learning Models using ELI5?

From this post you will come to know how particular predictions are being made and how models focus on various aspects of parameters it has learned.

Django vs Flask vs FastAPI – A Comparative Guide to Python Web Frameworks

goals of Django is to make it easy to develop complex database-driven websites, flask is a microframework because of no requirement of any particular library or tools, fastAPI is considered to be one of the fastest python frameworks.